RobustMap : Visual Exploration of DNN Adversarial Robustness in Generative Latent Space
The article presents a novel approach to visualizing adversarial robustness (called robustness below) of deep neural networks (DNNs). Traditional tests only return a value reflecting a DNN's overall robustness across a fixed number of test samples. Unlike them, we use test samples to train a ge...
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 31(2025), 9 vom: 01. Aug., Seite 5801-5815 |
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| Format: | Online-Aufsatz |
| Sprache: | English |
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2025
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics |
| Schlagworte: | Journal Article |
| Online verfügbar |
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